{"id":"W2899312866","doi":"10.1002/jgt.22678","title":"The structure of graphs with no K3,3 immersion","year":2021,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematics; Combinatorics; Robertson–Seymour theorem; 1-planar graph; Planar graph; Minor (academic); Indifference graph; Discrete mathematics; Pathwidth; Chordal graph; Graph; Line graph","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266167,0.0001374151,0.000255773,0.0002501853,0.0002381401,0.0000759977,0.001313156,0.00005447072,0.00003807596],"category_scores_gemma":[0.0001888982,0.00007456105,0.0002321796,0.001137773,0.0004046437,0.0004540264,0.000189029,0.0004936241,0.000002874576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001774487,"about_ca_system_score_gemma":0.0001982659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.834137e-7,"about_ca_topic_score_gemma":0.000002177843,"domain_scores_codex":[0.9978488,0.0005662566,0.0003972631,0.0001773049,0.0007198115,0.0002905469],"domain_scores_gemma":[0.9968548,0.0008153091,0.0004780069,0.000648323,0.001078221,0.0001253671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005495475,0.00006119817,0.0007252812,0.00002215317,0.0001988621,0.0001568803,0.0003517659,0.0001261311,0.08349347,0.8969028,0.0004208923,0.01699101],"study_design_scores_gemma":[0.0006363163,0.000459665,0.001050791,0.00009269633,0.00002055798,0.0005506168,0.0005564758,0.00003515919,0.0837964,0.9111797,0.001500058,0.0001216152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7669886,0.007874493,0.2192353,0.001771926,0.001433286,0.0002292181,0.0000111156,0.00003426422,0.002421792],"genre_scores_gemma":[0.9863692,0.0004977122,0.01268597,0.0001094334,0.00004956487,3.971109e-7,3.859979e-7,0.00001372784,0.0002736309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2193805,"threshold_uncertainty_score":0.3040511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007583216663849673,"score_gpt":0.2533062734715877,"score_spread":0.2457230568077381,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}